{"id":"W2051097987","doi":"10.5539/jas.v6n4p26","title":"The Agro-Industrial Sugarcane System in Mexico: Current Status, Challenges and Opportunities","year":2014,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Sugarcane Cultivation and Processing","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agricultural economics; Agribusiness; Business; Agriculture; Hectare; Production (economics); Agricultural science; Investment (military); Economics; Geography; Environmental science; Politics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001845298,0.0001143804,0.0001754163,0.00002789168,0.0004648213,0.0002569931,0.0003800735,0.00004156168,0.000006293632],"category_scores_gemma":[0.0003135265,0.00002875695,0.00004513265,0.0003372536,0.0002750696,0.0005120372,0.00007095504,0.0002275016,0.000001126136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009054319,"about_ca_system_score_gemma":0.00004733076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002737878,"about_ca_topic_score_gemma":0.0001765076,"domain_scores_codex":[0.9984272,0.0001379838,0.000382006,0.0001579125,0.0005533012,0.0003416598],"domain_scores_gemma":[0.9987382,0.0003710416,0.0003494917,0.00003089956,0.0002967646,0.0002135588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002157274,0.00002414982,0.002740758,0.00001002286,0.000003241889,0.000001934811,0.0005545129,0.000006658503,0.02327004,0.005529561,0.0002041007,0.9676334],"study_design_scores_gemma":[0.0003185301,0.0002799879,0.907387,0.0002674538,0.000007920124,0.000139018,0.01745244,0.00005683817,0.001295888,0.0001652869,0.07245144,0.0001781617],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879765,0.005170327,6.036954e-7,0.005171208,0.0004808264,0.00007563091,0.000001563264,0.00001188234,0.00111147],"genre_scores_gemma":[0.9958301,0.003658236,0.00001434101,0.00003638402,0.0004239846,0.000001862578,0.000001000415,3.787232e-7,0.00003368215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9674553,"threshold_uncertainty_score":0.3575076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156894454248382,"score_gpt":0.2630328695525765,"score_spread":0.1473434241277383,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}